From: A comparison of methods for detecting DNA methylation from long-read sequencing of human genomes
(A) Consistency between methods | ||||||||||
Mean absolute difference (MAD) | ||||||||||
OxBS | ONT Nanopolish | ONT Guppy R9.4 | ONT Guppy R10.4 | PacBio | ||||||
APC | OxBS | - | 0.05933 | 0.05730 | 0.04772 | 0.05691 | ||||
ONT Nanopolish | 0.9460 | - | 0.05040 | 0.04888 | 0.05207 | |||||
ONT guppy R9.4 | 0.9594 | 0.9653 | - | 0.04655 | 0.04608 | |||||
ONT guppy R10.4 | 0.9647 | 0.9637 | 0.9817 | - | 0.04363 | |||||
PacBio | 0.9563 | 0.9571 | 0.9705 | 0.9785 | - | |||||
(B) Consistency between methods in sequencing context | ||||||||||
APC | ||||||||||
NP vs. Guppy R9.4 | NP vs. Guppy R10.4 | NP vs. PacBio | NP vs. oxBS | Guppy R9.4 vs. Guppy R10.4 | Guppy R9.4 vs. PacBio | Guppy R9.4 vs. oxBS | Guppy R10.4 vs. oxBS | Guppy R10.4 vs. PacBio | PacBio vs. oxBS | |
All CpGs | 0.965 | 0.963 | 0.957 | 0.959 | 0.982 | 0.971 | 0.972 | 0.978 | 0.979 | 0.970 |
CpGs near sequence variants | 0.930 | 0.921 | 0.913 | 0.922 | 0.973 | 0.957 | 0.940 | 0.934 | 0.962 | 0.929 |
CpGs within dark regions | 0.841 | 0.845 | 0.841 | 0.698 | 0.906 | 0.873 | 0.716 | 0.736 | 0.876 | 0.691 |